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GLM 4.7 Flash vs GPT-5.4 Mini

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for GLM 4.7 Flash and GPT-5.4 Mini.

Zhipu AI

GLM 4.7 Flash

As a 30B-class SOTA model, GLM-4.7-Flash offers a new option that balances performance and efficiency. It is further optimized for agentic coding use cases, strengthening coding capabilities, long-horizon task planning,...

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OpenAI

GPT-5.4 Mini

GPT-5.4 mini brings the core capabilities of GPT-5.4 to a faster, more efficient model optimized for high-throughput workloads. It supports text and image inputs with strong performance across reasoning, coding,...

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Technical Specifications

SpecificationGLM 4.7 FlashGPT-5.4 Mini
ProviderZhipu AIOpenAI
Context Window202,752 tokens400,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-01-192026-03-17

API Pricing Comparison

Input Price per Million Tokens

GLM 4.7 Flash

$0.06

GPT-5.4 Mini

$0.75

Output Price per Million Tokens

GLM 4.7 Flash

$0.40

GPT-5.4 Mini

$4.50

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
7720.0%vsN/A
GLM 4.7 Flash
GPT-5.4 Mini
HumanEvalPython coding & logic synthesis
7850.0%vsN/A
GLM 4.7 Flash
GPT-5.4 Mini
MATHComplex mathematical problem solving
4000.0%vsN/A
GLM 4.7 Flash
GPT-5.4 Mini
GPQAGraduate-level expert reasoning
3100.0%vsN/A
GLM 4.7 Flash
GPT-5.4 Mini
HellaSwagCommonsense reasoning and inference
8000.0%vsN/A
GLM 4.7 Flash
GPT-5.4 Mini
MT-BenchMulti-turn conversation flow quality
810.0%vsN/A
GLM 4.7 Flash
GPT-5.4 Mini

GLM 4.7 Flash Quirks & Gotchas

No developer gotchas reported.

GPT-5.4 Mini Quirks & Gotchas

No developer gotchas reported.